基于RTK GPS和Pixhawk的农业机器人自主导航

Ryan Moeller, Taher Deemyad, Anish Sebastian
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引用次数: 8

摘要

本文讨论了农业机器人自主导航系统的设计、实现和性能。机载精确的GPS系统使机器人能够导航到以前确定感染了马铃薯Y病毒(PVY)的马铃薯植株,以便有效地将它们从田地中移除。这种自主机器人符合精准农业领域的新兴技术。该导航系统基于Pixhawk微控制器,便于使用和负担得起。因为只有生病的植物必须被移除,所以使用了Swift Navigation的RTK GPS模块来最大限度地提高准确性。支持组件,包括电气和机械,详细介绍。这包括通信设备、电机和保护组件不受天气和地形影响的外壳。该AGV将作为传感器和抓取机制的测试平台,最终将集成在更大、更先进的最终版本上。
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Autonomous Navigation of an Agricultural Robot Using RTK GPS and Pixhawk
This paper discusses the design, implementation, and performance of an autonomous navigation system built for an agricultural robot. The onboard precision GPS system allows the robot to navigate to potato plants previously identified as infected with Potato Virus Y (PVY), in order to remove them from the field efficiently. This autonomous robot is in-line with emerging technologies in the field of precision agriculture. The navigation system is based on a Pixhawk microcontroller for ease of use and affordability. Because only sick plants must be removed, an RTK GPS module from Swift Navigation was used to maximize accuracy. The supporting components, both electrical and mechanical, are covered in detail. This includes communication equipment, motors, and an enclosure to protect the components from weather and terrain. This AGV will serve as a test platform for sensors and grasping mechanisms that will eventually be integrated on a larger, more advanced, final version.
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